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Ning Liang

1 paper hereh-index 254 citations2 works total

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author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.AR1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.AR2025

PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference

Yufeng Gu, Alireza Khadem, Sumanth Umesh +5

Large Language Model (LLM) inference uses an autoregressive manner to generate one token at a time, which exhibits notably lower operational intensity compared to earlier Machine L…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.